Since IL-1R8 expressing MMTV-neu mammary tumors present a lower infiltration CD8+ T cells and lower levels of intratumoral IFN-γ, we used immune gene signature analysis to investigate whether IL-1R8 expression was associated with a non-T cell-inflamed TME in clinical samples. This evidence concerns the gene IL1RAPL1 and breast cancer.